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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Grafit: Learning Fine-Grained Image Representations With Coarse Labels ICCV 2021
Rethinking the Truly Unsupervised Image-to-Image Translation ICCV 2021
Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021
Efficient Visual Pretraining With Contrastive Detection ICCV 2021
Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly NIPS 2021
Meta-learning to Improve Pre-training NIPS 2021
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks NIPS 2021
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NIPS 2021
Representation Learning From Videos In-the-Wild: An Object-Centric Approach WACV 2021
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-Shot Learning WACV 2021
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets ACL 2021
L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing CVPR 2021
Learning One Representation to Optimize All Rewards NIPS 2021
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021
Learning Domain Invariant Representations in Goal-conditioned Block MDPs NIPS 2021
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning NIPS 2021
Object-aware Contrastive Learning for Debiased Scene Representation NIPS 2021
Fractal Autoencoders for Feature Selection AAAI 2021
Implicit Kernel Attention AAAI 2021
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation AAAI 2021
EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021
Sequence-to-Sequence Contrastive Learning for Text Recognition CVPR 2021
Complementary Relation Contrastive Distillation CVPR 2021
Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021